This research proposes a two-stage panelization method for curved wooden structures, balancing material efficiency and fabrication feasibility. Panel count is first increased using k-means clustering to fit material constraints, then reduced by refining cluster boundaries to minimize waste. CNC machining with a six-axis robotic arm demonstrated improved material utilization and cost efficiency.
KOCHI et al. (Thu,) studied this question.